Abstract
This is an abstractSome review of the subject and the list of hypotheses discussed at meetings.
diamonds %>%
tableone::CreateTableOne(
data = .,
includeNA = T,
# strata = "visit",
addOverall = T
) %>%
tableone::kableone()
| Overall | |
|---|---|
| n | 53940 |
| carat (mean (SD)) | 0.80 (0.47) |
| cut (%) | |
| Fair | 1610 ( 3.0) |
| Good | 4906 ( 9.1) |
| Very Good | 12082 (22.4) |
| Premium | 13791 (25.6) |
| Ideal | 21551 (40.0) |
| color (%) | |
| D | 6775 (12.6) |
| E | 9797 (18.2) |
| F | 9542 (17.7) |
| G | 11292 (20.9) |
| H | 8304 (15.4) |
| I | 5422 (10.1) |
| J | 2808 ( 5.2) |
| clarity (%) | |
| I1 | 741 ( 1.4) |
| SI2 | 9194 (17.0) |
| SI1 | 13065 (24.2) |
| VS2 | 12258 (22.7) |
| VS1 | 8171 (15.1) |
| VVS2 | 5066 ( 9.4) |
| VVS1 | 3655 ( 6.8) |
| IF | 1790 ( 3.3) |
| depth (mean (SD)) | 61.75 (1.43) |
| table (mean (SD)) | 57.46 (2.23) |
| price (mean (SD)) | 3932.80 (3989.44) |
| x (mean (SD)) | 5.73 (1.12) |
| y (mean (SD)) | 5.73 (1.14) |
| z (mean (SD)) | 3.54 (0.71) |
diamonds %>%
ggplot(aes(price, fill = color)) +
geom_density(alpha = .3) +
labs(
title = "Age Male x Female", x = "Age",
y = "Density"
) +
theme_linedraw()
tabplot::tableplot(diamonds)
Registered S3 methods overwritten by 'ffbase':
method from
[.ff ff
[.ffdf ff
[<-.ff ff
[<-.ffdf ff
Missings, categories and distributions
diamonds %>%
select_if(is.numeric) %>%
gather(key = "ind", value = "values") %>%
ggplot(aes(x = ind, y = values)) +
geom_boxplot() +
coord_flip() +
theme_minimal() +
scale_fill_grey()
project.info
$config
$config$version
[1] "0.10.2"
$config$data_loading
[1] TRUE
$config$data_loading_header
[1] TRUE
$config$data_ignore
[1] ""
$config$cache_loading
[1] TRUE
$config$recursive_loading
[1] FALSE
$config$munging
[1] TRUE
$config$logging
[1] FALSE
$config$logging_level
[1] "INFO"
$config$load_libraries
[1] TRUE
$config$libraries
[1] "dtplyr"
$config$as_factors
[1] FALSE
$config$tables_type
[1] "data.table"
$config$attach_internal_libraries
[1] FALSE
$config$cache_loaded_data
[1] TRUE
$config$sticky_variables
[1] "NONE"
$config$underscore_variables
[1] TRUE
$config$cache_file_format
[1] "RData"
$packages
[1] "dtplyr"
$helpers
[1] "pclean.R"
sessionInfo()
R version 4.1.2 (2021-11-01)
Platform: aarch64-apple-darwin20 (64-bit)
Running under: macOS Monterey 12.1
Matrix products: default
BLAS: /Library/Frameworks/R.framework/Versions/4.1-arm64/Resources/lib/libRblas.0.dylib
LAPACK: /Library/Frameworks/R.framework/Versions/4.1-arm64/Resources/lib/libRlapack.dylib
locale:
[1] en_US.UTF-8/en_US.UTF-8/en_US.UTF-8/C/en_US.UTF-8/en_US.UTF-8
attached base packages:
[1] stats graphics grDevices utils datasets methods base
other attached packages:
[1] dtplyr_1.2.0 forcats_0.5.1 stringr_1.4.0 dplyr_1.0.7
[5] purrr_0.3.4 readr_2.1.1 tidyr_1.1.4 tibble_3.1.6
[9] ggplot2_3.3.5 tidyverse_1.3.1
loaded via a namespace (and not attached):
[1] httr_1.4.2 jsonlite_1.7.2 viridisLite_0.4.0
[4] splines_4.1.2 tmvnsim_1.0-2 ffbase_0.13.3
[7] here_1.0.1 modelr_0.1.8 assertthat_0.2.1
[10] highr_0.9 cellranger_1.1.0 yaml_2.2.1
[13] pillar_1.6.4 backports_1.4.1 lattice_0.20-45
[16] glue_1.6.0 digest_0.6.29 rvest_1.0.2
[19] colorspace_2.0-2 psych_2.1.9 htmltools_0.5.2
[22] Matrix_1.3-4 survey_4.1-1 pkgconfig_2.0.3
[25] broom_0.7.11 labelled_2.9.0 haven_2.4.3
[28] scales_1.1.1 tabplot_1.4.1 ff_4.0.5
[31] tzdb_0.2.0 proxy_0.4-26 generics_0.1.1
[34] farver_2.1.0 ellipsis_0.3.2 withr_2.4.3
[37] mnormt_2.0.2 cli_3.1.0 survival_3.2-13
[40] magrittr_2.0.1 crayon_1.4.2 readxl_1.3.1
[43] evaluate_0.14 fs_1.5.2 fansi_0.5.0
[46] nlme_3.1-153 xml2_1.3.3 class_7.3-19
[49] tableone_0.13.0 tools_4.1.2 data.table_1.14.2
[52] hms_1.1.1 mitools_2.4 lifecycle_1.0.1
[55] ProjectTemplate_0.10.2 munsell_0.5.0 reprex_2.0.1
[58] compiler_4.1.2 jquerylib_0.1.4 e1071_1.7-9
[61] rlang_0.4.12 grid_4.1.2 rstudioapi_0.13
[64] labeling_0.4.2 rmarkdown_2.11 gtable_0.3.0
[67] DBI_1.1.2 R6_2.5.1 zoo_1.8-9
[70] lubridate_1.8.0 knitr_1.37 bit_4.0.4
[73] fastmap_1.1.0 utf8_1.2.2 fastmatch_1.1-3
[76] rprojroot_2.0.2 stringi_1.7.6 parallel_4.1.2
[79] Rcpp_1.0.7 vctrs_0.3.8 dbplyr_2.1.1
[82] tidyselect_1.1.1 xfun_0.29